2026
Rethinking Memory in Continual Learning: Beyond a Monolithic Store of the Past
ICML 2026poster
Memory is a critical component in replay-based continual learning (CL). Prior research has largely treated CL memory as a monolithic store of past data, focusing on how to select and store representative past examples. However, this perspective overlooks the higher-level memory architecture that gov…